| 2026 | AAAI | Decomposing Prompts, Composing Actions: A Multi-Granularity Prompting Approach for Incremental Action Learning. | Xinyi Cheng, Chenghao Xu, Xi Wang, Jiexi Yan, Yanhua Yang |
| 2026 | AAAI | Channel-masked Asymmetric Distribution Matching for Cross-Domain Generalized Dataset Distillation. | Qi Liu, Chenghao Xu, Jiexi Yan, Guangtao Lyu, Erkun Yang, Guihai Chen, Yanhua Yang |
| 2026 | AAAI | Editing Is a Bargaining Game: Balanced Knowledge Editing in Large Language Models. | Chenghao Xu, Jiexi Yan, Muli Yang, Fen Fang, Huilin Chen, Cheng Deng |
| 2026 | ACL | Revealing and Enhancing Core Visual Regions: Harnessing Internal Attention Dynamics for Hallucination Mitigation in LVLMs. | Guangtao Lyu, Qi Liu, Chenghao Xu, Jiexi Yan, Muli Yang, Xueting Li, Fen Fang, Cheng Deng |
| 2026 | ACL | Fisher-Driven Adaptive Locating for Knowledge Editing in Large Language Models. | Chenghao Xu, Jiexi Yan, Guangtao Lyu, Qi Liu, Muli Yang, Cheng Deng |
| 2025 | ICCV | Straighten Viscous Rectified Flow via Noise Optimization. | Jimin Dai, Jiexi Yan, Jian Yang, Lei Luo |
| 2025 | ICCV | Meta-Learning Dynamic Center Distance: Hard Sample Mining for Learning with Noisy Labels. | Chenyu Mu, Yijun Qu, Jiexi Yan, Erkun Yang, Cheng Deng |
| 2025 | ICIG | Exploring Implicit Relations for Fine-Grained Generalized Category Discovery. | Jiexi Yan, Xinyi Cheng, Chenghao Xu, Cheng Deng |
| 2025 | ICLR | Towards Unified Human Motion-Language Understanding via Sparse Interpretable Characterization. | Guangtao Lyu, Chenghao Xu, Jiexi Yan, Muli Yang, Cheng Deng |
| 2025 | IJCAI | Dual-Perspective United Transformer for Object Segmentation in Optical Remote Sensing Images. | Yanguang Sun, Jiexi Yan, Jianjun Qian, Chunyan Xu, Jian Yang, Lei Luo |
| 2024 | AAAI | Asymmetric Mutual Alignment for Unsupervised Zero-Shot Sketch-Based Image Retrieval. | Zhihui Yin, Jiexi Yan, Chenghao Xu, Cheng Deng |
| 2024 | ACL | LLM Knows Body Language, Too: Translating Speech Voices into Human Gestures. | Chenghao Xu, Guangtao Lyu, Jiexi Yan, Muli Yang, Cheng Deng |
| 2024 | ICML | Retrieval Across Any Domains via Large-scale Pre-trained Model. | Jiexi Yan, Zhihui Yin, Chenghao Xu, Cheng Deng, Heng Huang |
| 2023 | ICCV | Learning with Diversity: Self-Expanded Equalization for Better Generalized Deep Metric Learning. | Jiexi Yan, Zhihui Yin, Erkun Yang, Yanhua Yang, Heng Huang |
| 2022 | CVPR | Noise Is Also Useful: Negative Correlation-Steered Latent Contrastive Learning. | Jiexi Yan, Lei Luo, Chenghao Xu, Cheng Deng, Heng Huang |
| 2021 | CVPR | Unsupervised Hyperbolic Metric Learning. | Jiexi Yan, Lei Luo, Cheng Deng, Heng Huang |
| 2021 | IJCAI | Domain-Smoothing Network for Zero-Shot Sketch-Based Image Retrieval. | Zhipeng Wang, Hao Wang, Jiexi Yan, Aming Wu, Cheng Deng |
| 2018 | AAAI | Dictionary Learning in Optimal Metric Space. | Jiexi Yan, Cheng Deng, Xianglong Liu |